Subject Membership Inference Attacks in Federated Learning

Subject Membership Inference Attacks in Federated Learning

7 June 2022

Pallika H. Kanani

Virendra J. Marathe

Daniel W. Peterson

Papers citing "Subject Membership Inference Attacks in Federated Learning"

14 / 14 papers shown

Title
Securing Genomic Data Against Inference Attacks in Federated Learning Environments Chetan Pathade Shubham Patil 21 0 0 12 May 2025
From Centralized to Decentralized Federated Learning: Theoretical Insights, Privacy Preservation, and Robustness Challenges Qiongxiu Li Wenrui Yu Yufei Xia Jun Pang FedML 47 1 0 10 Mar 2025
NeurIPS 2023 Competition: Privacy Preserving Federated Learning Document VQA Marlon Tobaben Mohamed Ali Souibgui Rubèn Pérez Tito Khanh Nguyen Raouf Kerkouche ... Josep Lladós Ernest Valveny Antti Honkela Mario Fritz Dimosthenis Karatzas FedML 28 0 0 06 Nov 2024
Efficient Federated Unlearning under Plausible Deniability Ayush K. Varshney V. Torra MU 24 3 0 13 Oct 2024
Subject Data Auditing via Source Inference Attack in Cross-Silo Federated Learning Jiaxin Li Marco Arazzi Antonino Nocera Mauro Conti 23 2 0 28 Sep 2024
Privacy-Preserving Data Deduplication for Enhancing Federated Learning of Language Models Aydin Abadi Vishnu Asutosh Dasu Sumanta Sarkar 33 3 0 11 Jul 2024
Privacy-Aware Document Visual Question Answering Rubèn Pérez Tito Khanh Nguyen Marlon Tobaben Raouf Kerkouche Mohamed Ali Souibgui ... Lei Kang Ernest Valveny Antti Honkela Mario Fritz Dimosthenis Karatzas 28 13 0 15 Dec 2023
Security and Privacy Issues of Federated Learning J. Hasan 19 10 0 22 Jul 2023
FedCSD: A Federated Learning Based Approach for Code-Smell Detection Sadi Alawadi Khalid Alkharabsheh Fahed Alkhabbas V. Kebande Feras M. Awaysheh Fabio Palomba Mohammed Awad FedML 19 12 0 31 May 2023
Manipulating Transfer Learning for Property Inference Yulong Tian Fnu Suya Anshuman Suri Fengyuan Xu David E. Evans AAML 16 6 0 21 Mar 2023
SoK: Let the Privacy Games Begin! A Unified Treatment of Data Inference Privacy in Machine Learning A. Salem Giovanni Cherubin David E. Evans Boris Köpf Andrew J. Paverd Anshuman Suri Shruti Tople Santiago Zanella Béguelin 31 35 0 21 Dec 2022
Dissecting Distribution Inference Anshuman Suri Yifu Lu Yanjin Chen David E. Evans 23 14 0 15 Dec 2022
Distribution inference risks: Identifying and mitigating sources of leakage Valentin Hartmann Léo Meynent Maxime Peyrard Dimitrios Dimitriadis Shruti Tople Robert West MIACV 8 14 0 18 Sep 2022
Lessons Learned: Defending Against Property Inference Attacks Joshua Stock Jens Wettlaufer Daniel Demmler Hannes Federrath AAML 16 1 0 18 May 2022